Pricing

from $5.00 / 1,000 pain clusters

Review Pain Intelligence for Product Teams

Analyze product review datasets to find recurring customer pain points, complaints, and unmet needs. Rank issue clusters by frequency, ratings, trends, matched topics, and source evidence—no LLM key required.

Pricing

from $5.00 / 1,000 pain clusters

Rating

0.0

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Developer

Signal Lab

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Total users

Monthly active users

5 hours ago

Last modified

GitHub Issues Scraper for Product Pain Points

happyfhantum/github-issue-pain-signal-finder

Find recurring complaints and product pain points in public GitHub issues.

Kelsey Todd

Hacker News Pain Point Scraper

happyfhantum/hacker-news-pain-point-scraper

Find recurring complaints, tool requests, and unmet needs in Hacker News discussions.

Kelsey Todd

Agency Review Intelligence — Pain Points & Email

muhammadafzal/analyze-agency-reviews

Analyze authorized agency reviews for recurring client pain points, strengths, dealbreakers, and public business emails from agency-owned websites.

Muhammad Afzal

App Review Pain Miner - AI Product Intelligence from Reviews

george.the.developer/app-review-pain-miner

Mine app store reviews to uncover user pain points, feature requests, and sentiment. AI-powered product intelligence from real customer feedback.

George Kioko

Review Pain-Point Miner

mrprince90/review-painpoint-miner

Mine public reviews from Amazon, Trustpilot, and Google Play to score product pain points fast with keyword heuristics.

Mr Prince

Amazon Review Analysis Scraper

automation-lab/amazon-review-demand-signals

Analyze public Amazon reviews into complaint clusters, feature requests, unmet needs, evidence quotes, severity, and recommended product and marketing actions.

Stas Persiianenko

Amazon Review Unmet Needs Extractor

trovevault/amazon-review-unmet-needs-extractor

Scrape 2-4 star Amazon reviews and identify recurring product gaps, unmet needs, and improvement opportunities. Two analysis modes: AI-powered gap clustering (Groq or OpenAI) or keyword frequency analysis with AFINN sentiment scoring - no AI required.

Trove Vault

Review Pain Miner API

webdata_labs/review-pain-miner-api

[💵 $5.00 / 1K] Turn product reviews into ranked pain themes, severity, trend signals, evidence, and recommended actions.

WebData Labs

Reddit Pain Point Monitor Scraper

datapilot/reddit-pain-point-monitor-scraper

Monitor real user complaints from Reddit with this actor. Search posts by keyword, detect pain points, classify complaint types such as pricing, bugs, support, UX, product quality, and shipping issues, calculate pain scores, extract subreddit and discussion links, remove duplicates, and export clean

Data Pilot

Reddit Scraper for Leads & Pain Points

runtime/reddit-scraper

Scrape Reddit posts, comments, communities, and profiles for lead research, pain point discovery, social listening, and AI-ready market intelligence workflows.